Open access
Aug 2026
Springback Prediction in Sheet-Metal Bending Based on Finite Element Method and Artificial Neural Network with Shapley Additive Explanations Method
A key contribution of this work is the integration of local SHAP (Shapley additive explanations) analysis to interpret the ANN outputs, allowing for a precise quantification and rank ordering of how individual material, design, and process parameters govern the resulting springback angle.
P. Mulidrán, E. Spišák, Miroslav Tomáš et al.
· Metals · 1 citation